Overview
Dataset statistics
| Number of variables | 37 |
|---|---|
| Number of observations | 3630 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.0 MiB |
| Average record size in memory | 296.0 B |
Variable types
| Numeric | 28 |
|---|---|
| Categorical | 9 |
Admission grade is highly overall correlated with Previous qualification (grade) | High correlation |
Age at enrollment is highly overall correlated with Application mode | High correlation |
Application mode is highly overall correlated with Age at enrollment | High correlation |
Course is highly overall correlated with Daytime/evening attendance | High correlation |
Curricular units 1st sem (approved) is highly overall correlated with Curricular units 1st sem (enrolled) and 5 other fields | High correlation |
Curricular units 1st sem (credited) is highly overall correlated with Curricular units 2nd sem (credited) | High correlation |
Curricular units 1st sem (enrolled) is highly overall correlated with Curricular units 1st sem (approved) and 2 other fields | High correlation |
Curricular units 1st sem (evaluations) is highly overall correlated with Curricular units 2nd sem (evaluations) | High correlation |
Curricular units 1st sem (grade) is highly overall correlated with Curricular units 1st sem (approved) and 3 other fields | High correlation |
Curricular units 2nd sem (approved) is highly overall correlated with Curricular units 1st sem (approved) and 5 other fields | High correlation |
Curricular units 2nd sem (credited) is highly overall correlated with Curricular units 1st sem (credited) | High correlation |
Curricular units 2nd sem (enrolled) is highly overall correlated with Curricular units 1st sem (approved) and 2 other fields | High correlation |
Curricular units 2nd sem (evaluations) is highly overall correlated with Curricular units 1st sem (evaluations) | High correlation |
Curricular units 2nd sem (grade) is highly overall correlated with Curricular units 1st sem (approved) and 3 other fields | High correlation |
Daytime/evening attendance is highly overall correlated with Course | High correlation |
International is highly overall correlated with Nacionality | High correlation |
Nacionality is highly overall correlated with International | High correlation |
Previous qualification (grade) is highly overall correlated with Admission grade | High correlation |
Target is highly overall correlated with Curricular units 1st sem (approved) and 3 other fields | High correlation |
Educational special needs is highly imbalanced (91.3%) | Imbalance |
International is highly imbalanced (83.8%) | Imbalance |
Mother's occupation has 143 (3.9%) zeros | Zeros |
Father's occupation has 125 (3.4%) zeros | Zeros |
Curricular units 1st sem (credited) has 3150 (86.8%) zeros | Zeros |
Curricular units 1st sem (enrolled) has 152 (4.2%) zeros | Zeros |
Curricular units 1st sem (evaluations) has 321 (8.8%) zeros | Zeros |
Curricular units 1st sem (approved) has 647 (17.8%) zeros | Zeros |
Curricular units 1st sem (grade) has 647 (17.8%) zeros | Zeros |
Curricular units 1st sem (without evaluations) has 3406 (93.8%) zeros | Zeros |
Curricular units 2nd sem (credited) has 3183 (87.7%) zeros | Zeros |
Curricular units 2nd sem (enrolled) has 152 (4.2%) zeros | Zeros |
Curricular units 2nd sem (evaluations) has 372 (10.2%) zeros | Zeros |
Curricular units 2nd sem (approved) has 802 (22.1%) zeros | Zeros |
Curricular units 2nd sem (grade) has 802 (22.1%) zeros | Zeros |
Curricular units 2nd sem (without evaluations) has 3416 (94.1%) zeros | Zeros |
Reproduction
| Analysis started | 2026-01-08 13:42:00.535824 |
|---|---|
| Analysis finished | 2026-01-08 13:46:28.789822 |
| Duration | 4 minutes and 28.25 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
Marital status
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1842975 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.61300882 |
|---|---|
| Coefficient of variation (CV) | 0.51761387 |
| Kurtosis | 20.916507 |
| Mean | 1.1842975 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.3378617 |
| Sum | 4299 |
| Variance | 0.37577982 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3199 | |
| 2 | 327 | 9.0% |
| 4 | 75 | 2.1% |
| 5 | 22 | 0.6% |
| 6 | 5 | 0.1% |
| 3 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 3199 | |
| 2 | 327 | 9.0% |
| 3 | 2 | 0.1% |
| 4 | 75 | 2.1% |
| 5 | 22 | 0.6% |
| 6 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 5 | 0.1% |
| 5 | 22 | 0.6% |
| 4 | 75 | 2.1% |
| 3 | 2 | 0.1% |
| 2 | 327 | 9.0% |
| 1 | 3199 |
Application mode
Real number (ℝ)
High correlation
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.421763 |
| Minimum | 1 |
|---|---|
| Maximum | 57 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 17 |
| Q3 | 39 |
| 95-th percentile | 44 |
| Maximum | 57 |
| Range | 56 |
| Interquartile range (IQR) | 38 |
Descriptive statistics
| Standard deviation | 17.358595 |
|---|---|
| Coefficient of variation (CV) | 0.9422874 |
| Kurtosis | -1.4355858 |
| Mean | 18.421763 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.41095521 |
| Sum | 66871 |
| Variance | 301.32083 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1408 | |
| 17 | 713 | |
| 39 | 664 | |
| 43 | 237 | 6.5% |
| 44 | 157 | 4.3% |
| 7 | 132 | 3.6% |
| 18 | 108 | 3.0% |
| 42 | 66 | 1.8% |
| 51 | 46 | 1.3% |
| 16 | 30 | 0.8% |
| Other values (8) | 69 | 1.9% |
| Value | Count | Frequency (%) |
| 1 | 1408 | |
| 2 | 3 | 0.1% |
| 5 | 8 | 0.2% |
| 7 | 132 | 3.6% |
| 10 | 10 | 0.3% |
| 15 | 20 | 0.6% |
| 16 | 30 | 0.8% |
| 17 | 713 | |
| 18 | 108 | 3.0% |
| 26 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 57 | 1 | < 0.1% |
| 53 | 25 | 0.7% |
| 51 | 46 | 1.3% |
| 44 | 157 | 4.3% |
| 43 | 237 | 6.5% |
| 42 | 66 | 1.8% |
| 39 | 664 | |
| 27 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 18 | 108 | 3.0% |
Application order
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7501377 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.3338312 |
|---|---|
| Coefficient of variation (CV) | 0.7621293 |
| Kurtosis | 2.3033368 |
| Mean | 1.7501377 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.8179729 |
| Sum | 6353 |
| Variance | 1.7791058 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2461 | |
| 2 | 451 | 12.4% |
| 3 | 249 | 6.9% |
| 4 | 218 | 6.0% |
| 5 | 129 | 3.6% |
| 6 | 121 | 3.3% |
| 0 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 2461 | |
| 2 | 451 | 12.4% |
| 3 | 249 | 6.9% |
| 4 | 218 | 6.0% |
| 5 | 129 | 3.6% |
| 6 | 121 | 3.3% |
| Value | Count | Frequency (%) |
| 6 | 121 | 3.3% |
| 5 | 129 | 3.6% |
| 4 | 218 | 6.0% |
| 3 | 249 | 6.9% |
| 2 | 451 | 12.4% |
| 1 | 2461 | |
| 0 | 1 | < 0.1% |
Course
Real number (ℝ)
High correlation
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8853.981 |
| Minimum | 33 |
|---|---|
| Maximum | 9991 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 33 |
|---|---|
| 5-th percentile | 171 |
| Q1 | 9085 |
| median | 9254 |
| Q3 | 9556 |
| 95-th percentile | 9991 |
| Maximum | 9991 |
| Range | 9958 |
| Interquartile range (IQR) | 471 |
Descriptive statistics
| Standard deviation | 2068.7601 |
|---|---|
| Coefficient of variation (CV) | 0.2336531 |
| Kurtosis | 13.081573 |
| Mean | 8853.981 |
| Median Absolute Deviation (MAD) | 246 |
| Skewness | -3.7916767 |
| Sum | 32139951 |
| Variance | 4279768.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9500 | 666 | |
| 9238 | 313 | 8.6% |
| 9773 | 297 | 8.2% |
| 9147 | 272 | 7.5% |
| 9085 | 262 | 7.2% |
| 9670 | 220 | 6.1% |
| 9991 | 214 | 5.9% |
| 9254 | 211 | 5.8% |
| 8014 | 194 | 5.3% |
| 9070 | 184 | 5.1% |
| Other values (7) | 797 |
| Value | Count | Frequency (%) |
| 33 | 9 | 0.2% |
| 171 | 178 | |
| 8014 | 194 | |
| 9003 | 173 | |
| 9070 | 184 | |
| 9085 | 262 | |
| 9119 | 106 | 2.9% |
| 9130 | 120 | 3.3% |
| 9147 | 272 | |
| 9238 | 313 |
| Value | Count | Frequency (%) |
| 9991 | 214 | 5.9% |
| 9853 | 142 | 3.9% |
| 9773 | 297 | |
| 9670 | 220 | 6.1% |
| 9556 | 69 | 1.9% |
| 9500 | 666 | |
| 9254 | 211 | 5.8% |
| 9238 | 313 | |
| 9147 | 272 | |
| 9130 | 120 | 3.3% |
Daytime/evening attendance
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 205.7 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3222 | |
| 0 | 408 | 11.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 3222 | |
| 0 | 408 | 11.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3222 | |
| 0 | 408 | 11.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3222 | |
| 0 | 408 | 11.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3222 | |
| 0 | 408 | 11.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3222 | |
| 0 | 408 | 11.2% |
Previous qualification
Real number (ℝ)
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5322314 |
| Minimum | 1 |
|---|---|
| Maximum | 43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 39 |
| Maximum | 43 |
| Range | 42 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10.024134 |
|---|---|
| Coefficient of variation (CV) | 2.2117436 |
| Kurtosis | 7.0651029 |
| Mean | 4.5322314 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.9042661 |
| Sum | 16452 |
| Variance | 100.48325 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3019 | |
| 39 | 164 | 4.5% |
| 19 | 149 | 4.1% |
| 3 | 122 | 3.4% |
| 12 | 39 | 1.1% |
| 40 | 34 | 0.9% |
| 42 | 28 | 0.8% |
| 2 | 22 | 0.6% |
| 6 | 15 | 0.4% |
| 9 | 11 | 0.3% |
| Other values (7) | 27 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 3019 | |
| 2 | 22 | 0.6% |
| 3 | 122 | 3.4% |
| 4 | 7 | 0.2% |
| 5 | 1 | < 0.1% |
| 6 | 15 | 0.4% |
| 9 | 11 | 0.3% |
| 10 | 4 | 0.1% |
| 12 | 39 | 1.1% |
| 14 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 43 | 6 | 0.2% |
| 42 | 28 | 0.8% |
| 40 | 34 | 0.9% |
| 39 | 164 | |
| 38 | 6 | 0.2% |
| 19 | 149 | |
| 15 | 2 | 0.1% |
| 14 | 1 | < 0.1% |
| 12 | 39 | 1.1% |
| 10 | 4 | 0.1% |
Previous qualification (grade)
Real number (ℝ)
High correlation
| Distinct | 101 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 132.92061 |
| Minimum | 95 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 95 |
|---|---|
| 5-th percentile | 110 |
| Q1 | 125 |
| median | 133.1 |
| Q3 | 140 |
| 95-th percentile | 158 |
| Maximum | 190 |
| Range | 95 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 13.238373 |
|---|---|
| Coefficient of variation (CV) | 0.09959609 |
| Kurtosis | 0.89457229 |
| Mean | 132.92061 |
| Median Absolute Deviation (MAD) | 7.1 |
| Skewness | 0.28762278 |
| Sum | 482501.8 |
| Variance | 175.25451 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 133.1 | 426 | 11.7% |
| 130 | 302 | 8.3% |
| 140 | 271 | 7.5% |
| 120 | 225 | 6.2% |
| 150 | 137 | 3.8% |
| 125 | 92 | 2.5% |
| 110 | 88 | 2.4% |
| 135 | 85 | 2.3% |
| 160 | 79 | 2.2% |
| 131 | 78 | 2.1% |
| Other values (91) | 1847 |
| Value | Count | Frequency (%) |
| 95 | 1 | < 0.1% |
| 96 | 1 | < 0.1% |
| 97 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| 100 | 62 | |
| 101 | 3 | 0.1% |
| 102 | 5 | 0.1% |
| 103 | 2 | 0.1% |
| 105 | 3 | 0.1% |
| 106 | 6 | 0.2% |
| Value | Count | Frequency (%) |
| 190 | 1 | < 0.1% |
| 188 | 1 | < 0.1% |
| 184.4 | 1 | < 0.1% |
| 182 | 1 | < 0.1% |
| 180 | 7 | |
| 178 | 2 | 0.1% |
| 177 | 2 | 0.1% |
| 176 | 1 | < 0.1% |
| 175 | 1 | < 0.1% |
| 174 | 1 | < 0.1% |
Nacionality
Real number (ℝ)
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8280992 |
| Minimum | 1 |
|---|---|
| Maximum | 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 109 |
| Range | 108 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.6676141 |
|---|---|
| Coefficient of variation (CV) | 3.6472934 |
| Kurtosis | 141.40236 |
| Mean | 1.8280992 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.907897 |
| Sum | 6636 |
| Variance | 44.457077 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 3544 | |
| 41 | 32 | 0.9% |
| 22 | 12 | 0.3% |
| 26 | 9 | 0.2% |
| 6 | 8 | 0.2% |
| 24 | 5 | 0.1% |
| 11 | 3 | 0.1% |
| 103 | 3 | 0.1% |
| 101 | 2 | 0.1% |
| 100 | 2 | 0.1% |
| Other values (9) | 10 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 3544 | |
| 2 | 2 | 0.1% |
| 6 | 8 | 0.2% |
| 11 | 3 | 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 22 | 12 | 0.3% |
| 24 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 109 | 1 | < 0.1% |
| 105 | 1 | < 0.1% |
| 103 | 3 | 0.1% |
| 101 | 2 | 0.1% |
| 100 | 2 | 0.1% |
| 62 | 1 | < 0.1% |
| 41 | 32 | |
| 26 | 9 | 0.2% |
| 25 | 1 | < 0.1% |
| 24 | 5 | 0.1% |
Mother's qualification
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.986226 |
| Minimum | 1 |
|---|---|
| Maximum | 44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 19 |
| Q3 | 37 |
| 95-th percentile | 38 |
| Maximum | 44 |
| Range | 43 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 15.585278 |
|---|---|
| Coefficient of variation (CV) | 0.77980094 |
| Kurtosis | -1.688498 |
| Mean | 19.986226 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.046566378 |
| Sum | 72550 |
| Variance | 242.90088 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 865 | |
| 37 | 840 | |
| 19 | 777 | |
| 38 | 471 | |
| 3 | 337 | 9.3% |
| 34 | 127 | 3.5% |
| 2 | 60 | 1.7% |
| 12 | 39 | 1.1% |
| 4 | 34 | 0.9% |
| 5 | 16 | 0.4% |
| Other values (19) | 64 | 1.8% |
| Value | Count | Frequency (%) |
| 1 | 865 | |
| 2 | 60 | 1.7% |
| 3 | 337 | 9.3% |
| 4 | 34 | 0.9% |
| 5 | 16 | 0.4% |
| 6 | 4 | 0.1% |
| 9 | 8 | 0.2% |
| 10 | 3 | 0.1% |
| 11 | 3 | 0.1% |
| 12 | 39 | 1.1% |
| Value | Count | Frequency (%) |
| 44 | 1 | < 0.1% |
| 43 | 3 | 0.1% |
| 42 | 4 | 0.1% |
| 41 | 6 | 0.2% |
| 40 | 8 | 0.2% |
| 39 | 6 | 0.2% |
| 38 | 471 | |
| 37 | 840 | |
| 36 | 3 | 0.1% |
| 35 | 3 | 0.1% |
Father's qualification
Real number (ℝ)
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.571625 |
| Minimum | 1 |
|---|---|
| Maximum | 44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 19 |
| Q3 | 37 |
| 95-th percentile | 38 |
| Maximum | 44 |
| Range | 43 |
| Interquartile range (IQR) | 34 |
Descriptive statistics
| Standard deviation | 15.275453 |
|---|---|
| Coefficient of variation (CV) | 0.67675466 |
| Kurtosis | -1.5545132 |
| Mean | 22.571625 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | -0.33404683 |
| Sum | 81935 |
| Variance | 233.33945 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 1010 | |
| 19 | 785 | |
| 1 | 732 | |
| 38 | 575 | |
| 3 | 220 | 6.1% |
| 34 | 109 | 3.0% |
| 2 | 43 | 1.2% |
| 12 | 34 | 0.9% |
| 4 | 32 | 0.9% |
| 5 | 15 | 0.4% |
| Other values (24) | 75 | 2.1% |
| Value | Count | Frequency (%) |
| 1 | 732 | |
| 2 | 43 | 1.2% |
| 3 | 220 | 6.1% |
| 4 | 32 | 0.9% |
| 5 | 15 | 0.4% |
| 6 | 2 | 0.1% |
| 9 | 5 | 0.1% |
| 10 | 2 | 0.1% |
| 11 | 10 | 0.3% |
| 12 | 34 | 0.9% |
| Value | Count | Frequency (%) |
| 44 | 1 | < 0.1% |
| 43 | 2 | 0.1% |
| 42 | 1 | < 0.1% |
| 41 | 1 | < 0.1% |
| 40 | 5 | 0.1% |
| 39 | 13 | 0.4% |
| 38 | 575 | |
| 37 | 1010 | |
| 36 | 8 | 0.2% |
| 35 | 2 | 0.1% |
Mother's occupation
Real number (ℝ)
Zeros
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.138567 |
| Minimum | 0 |
|---|---|
| Maximum | 194 |
| Zeros | 143 |
| Zeros (%) | 3.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 5 |
| Q3 | 9 |
| 95-th percentile | 9 |
| Maximum | 194 |
| Range | 194 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 23.315697 |
|---|---|
| Coefficient of variation (CV) | 2.2997033 |
| Kurtosis | 34.754522 |
| Mean | 10.138567 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 5.7142893 |
| Sum | 36803 |
| Variance | 543.62174 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 1313 | |
| 4 | 670 | |
| 5 | 436 | 12.0% |
| 3 | 272 | 7.5% |
| 2 | 240 | 6.6% |
| 7 | 224 | 6.2% |
| 0 | 143 | 3.9% |
| 1 | 87 | 2.4% |
| 6 | 77 | 2.1% |
| 90 | 70 | 1.9% |
| Other values (19) | 98 | 2.7% |
| Value | Count | Frequency (%) |
| 0 | 143 | 3.9% |
| 1 | 87 | 2.4% |
| 2 | 240 | 6.6% |
| 3 | 272 | 7.5% |
| 4 | 670 | |
| 5 | 436 | 12.0% |
| 6 | 77 | 2.1% |
| 7 | 224 | 6.2% |
| 8 | 29 | 0.8% |
| 9 | 1313 |
| Value | Count | Frequency (%) |
| 194 | 4 | 0.1% |
| 193 | 4 | 0.1% |
| 192 | 2 | 0.1% |
| 191 | 15 | |
| 175 | 3 | 0.1% |
| 171 | 1 | < 0.1% |
| 153 | 2 | 0.1% |
| 152 | 1 | < 0.1% |
| 151 | 2 | 0.1% |
| 144 | 4 | 0.1% |
Father's occupation
Real number (ℝ)
Zeros
| Distinct | 42 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.28292 |
| Minimum | 0 |
|---|---|
| Maximum | 195 |
| Zeros | 125 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 195 |
| Range | 195 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 22.40269 |
|---|---|
| Coefficient of variation (CV) | 2.1786312 |
| Kurtosis | 35.026848 |
| Mean | 10.28292 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 5.7314429 |
| Sum | 37327 |
| Variance | 501.88053 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 847 | |
| 7 | 555 | |
| 5 | 409 | |
| 3 | 321 | 8.8% |
| 4 | 312 | 8.6% |
| 8 | 263 | 7.2% |
| 10 | 212 | 5.8% |
| 6 | 194 | 5.3% |
| 2 | 147 | 4.0% |
| 0 | 125 | 3.4% |
| Other values (32) | 245 | 6.7% |
| Value | Count | Frequency (%) |
| 0 | 125 | 3.4% |
| 1 | 111 | 3.1% |
| 2 | 147 | 4.0% |
| 3 | 321 | 8.8% |
| 4 | 312 | 8.6% |
| 5 | 409 | |
| 6 | 194 | 5.3% |
| 7 | 555 | |
| 8 | 263 | 7.2% |
| 9 | 847 |
| Value | Count | Frequency (%) |
| 195 | 1 | < 0.1% |
| 194 | 2 | 0.1% |
| 193 | 7 | |
| 192 | 4 | |
| 183 | 1 | < 0.1% |
| 182 | 1 | < 0.1% |
| 181 | 2 | 0.1% |
| 175 | 2 | 0.1% |
| 174 | 1 | < 0.1% |
| 172 | 1 | < 0.1% |
Admission grade
Real number (ℝ)
High correlation
| Distinct | 602 |
|---|---|
| Distinct (%) | 16.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.29394 |
| Minimum | 95 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 95 |
|---|---|
| 5-th percentile | 103.5 |
| Q1 | 118 |
| median | 126.5 |
| Q3 | 135.1 |
| 95-th percentile | 154.21 |
| Maximum | 190 |
| Range | 95 |
| Interquartile range (IQR) | 17.1 |
Descriptive statistics
| Standard deviation | 14.611295 |
|---|---|
| Coefficient of variation (CV) | 0.1147839 |
| Kurtosis | 0.56734312 |
| Mean | 127.29394 |
| Median Absolute Deviation (MAD) | 8.5 |
| Skewness | 0.50766763 |
| Sum | 462077 |
| Variance | 213.48995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 130 | 125 | 3.4% |
| 120 | 121 | 3.3% |
| 140 | 117 | 3.2% |
| 100 | 93 | 2.6% |
| 150 | 67 | 1.8% |
| 110 | 65 | 1.8% |
| 160 | 38 | 1.0% |
| 128.2 | 35 | 1.0% |
| 128 | 25 | 0.7% |
| 127 | 23 | 0.6% |
| Other values (592) | 2921 |
| Value | Count | Frequency (%) |
| 95 | 10 | |
| 95.1 | 1 | < 0.1% |
| 95.5 | 2 | 0.1% |
| 95.8 | 1 | < 0.1% |
| 96 | 5 | |
| 96.1 | 1 | < 0.1% |
| 96.7 | 1 | < 0.1% |
| 97 | 5 | |
| 97.2 | 1 | < 0.1% |
| 97.4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 190 | 2 | |
| 184.4 | 1 | |
| 184 | 1 | |
| 183.5 | 1 | |
| 180.4 | 1 | |
| 180 | 2 | |
| 179.6 | 1 | |
| 178.3 | 1 | |
| 178 | 1 | |
| 176.7 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1993 | |
| 0 | 1637 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1993 | |
| 0 | 1637 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1993 | |
| 0 | 1637 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1993 | |
| 0 | 1637 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1993 | |
| 0 | 1637 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1993 | |
| 0 | 1637 |
Educational special needs
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 205.7 KiB |
| 0 | |
|---|---|
| 1 | 40 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3590 | |
| 1 | 40 | 1.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3590 | |
| 1 | 40 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3590 | |
| 1 | 40 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3590 | |
| 1 | 40 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3590 | |
| 1 | 40 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3590 | |
| 1 | 40 | 1.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3217 | |
| 1 | 413 | 11.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3217 | |
| 1 | 413 | 11.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3217 | |
| 1 | 413 | 11.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3217 | |
| 1 | 413 | 11.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3217 | |
| 1 | 413 | 11.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3217 | |
| 1 | 413 | 11.4% |
Tuition fees up to date
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 205.7 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3144 | |
| 0 | 486 | 13.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 3144 | |
| 0 | 486 | 13.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3144 | |
| 0 | 486 | 13.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3144 | |
| 0 | 486 | 13.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3144 | |
| 0 | 486 | 13.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3144 | |
| 0 | 486 | 13.4% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2381 | |
| 1 | 1249 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2381 | |
| 1 | 1249 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2381 | |
| 1 | 1249 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2381 | |
| 1 | 1249 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2381 | |
| 1 | 1249 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2381 | |
| 1 | 1249 |
Scholarship holder
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 205.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 1 | 969 | 26.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 1 | 969 | 26.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 1 | 969 | 26.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 1 | 969 | 26.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 1 | 969 | 26.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 1 | 969 | 26.7% |
Age at enrollment
Real number (ℝ)
High correlation
| Distinct | 46 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.461157 |
| Minimum | 17 |
|---|---|
| Maximum | 70 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 17 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 19 |
| median | 20 |
| Q3 | 25 |
| 95-th percentile | 41 |
| Maximum | 70 |
| Range | 53 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 7.8279942 |
|---|---|
| Coefficient of variation (CV) | 0.33365764 |
| Kurtosis | 3.8030507 |
| Mean | 23.461157 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.9907248 |
| Sum | 85164 |
| Variance | 61.277493 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 864 | |
| 19 | 754 | |
| 20 | 459 | |
| 21 | 252 | 6.9% |
| 22 | 137 | 3.8% |
| 24 | 101 | 2.8% |
| 23 | 84 | 2.3% |
| 27 | 79 | 2.2% |
| 26 | 75 | 2.1% |
| 25 | 72 | 2.0% |
| Other values (36) | 753 |
| Value | Count | Frequency (%) |
| 17 | 3 | 0.1% |
| 18 | 864 | |
| 19 | 754 | |
| 20 | 459 | |
| 21 | 252 | 6.9% |
| 22 | 137 | 3.8% |
| 23 | 84 | 2.3% |
| 24 | 101 | 2.8% |
| 25 | 72 | 2.0% |
| 26 | 75 | 2.1% |
| Value | Count | Frequency (%) |
| 70 | 1 | < 0.1% |
| 62 | 1 | < 0.1% |
| 61 | 1 | < 0.1% |
| 60 | 2 | 0.1% |
| 59 | 3 | |
| 58 | 3 | |
| 57 | 2 | 0.1% |
| 55 | 5 | |
| 54 | 6 | |
| 53 | 6 |
International
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 205.7 KiB |
| 0 | |
|---|---|
| 1 | 86 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3544 | |
| 1 | 86 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3544 | |
| 1 | 86 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3544 | |
| 1 | 86 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3544 | |
| 1 | 86 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3544 | |
| 1 | 86 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3544 | |
| 1 | 86 | 2.4% |
Curricular units 1st sem (credited)
Real number (ℝ)
High correlation Zeros
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75426997 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 3150 |
| Zeros (%) | 86.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 6 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.4772767 |
|---|---|
| Coefficient of variation (CV) | 3.2843368 |
| Kurtosis | 17.992909 |
| Mean | 0.75426997 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0645523 |
| Sum | 2738 |
| Variance | 6.1368996 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3150 | |
| 2 | 71 | 2.0% |
| 1 | 67 | 1.8% |
| 3 | 57 | 1.6% |
| 6 | 43 | 1.2% |
| 4 | 43 | 1.2% |
| 5 | 31 | 0.9% |
| 7 | 31 | 0.9% |
| 8 | 27 | 0.7% |
| 9 | 24 | 0.7% |
| Other values (11) | 86 | 2.4% |
| Value | Count | Frequency (%) |
| 0 | 3150 | |
| 1 | 67 | 1.8% |
| 2 | 71 | 2.0% |
| 3 | 57 | 1.6% |
| 4 | 43 | 1.2% |
| 5 | 31 | 0.9% |
| 6 | 43 | 1.2% |
| 7 | 31 | 0.9% |
| 8 | 27 | 0.7% |
| 9 | 24 | 0.7% |
| Value | Count | Frequency (%) |
| 20 | 2 | 0.1% |
| 19 | 2 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 3 | 0.1% |
| 15 | 5 | 0.1% |
| 14 | 14 | |
| 13 | 12 | |
| 12 | 11 | |
| 11 | 16 |
Curricular units 1st sem (enrolled)
Real number (ℝ)
High correlation Zeros
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3374656 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 152 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 11 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.5707731 |
|---|---|
| Coefficient of variation (CV) | 0.40564687 |
| Kurtosis | 8.6261495 |
| Mean | 6.3374656 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.651648 |
| Sum | 23005 |
| Variance | 6.6088743 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 1594 | |
| 5 | 749 | |
| 7 | 546 | 15.0% |
| 8 | 264 | 7.3% |
| 0 | 152 | 4.2% |
| 12 | 54 | 1.5% |
| 10 | 43 | 1.2% |
| 11 | 37 | 1.0% |
| 9 | 31 | 0.9% |
| 15 | 24 | 0.7% |
| Other values (13) | 136 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 152 | 4.2% |
| 1 | 6 | 0.2% |
| 2 | 7 | 0.2% |
| 3 | 9 | 0.2% |
| 4 | 21 | 0.6% |
| 5 | 749 | |
| 6 | 1594 | |
| 7 | 546 | 15.0% |
| 8 | 264 | 7.3% |
| 9 | 31 | 0.9% |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 23 | 2 | 0.1% |
| 21 | 6 | 0.2% |
| 19 | 2 | 0.1% |
| 18 | 19 | |
| 17 | 13 | |
| 16 | 12 | |
| 15 | 24 | |
| 14 | 22 | |
| 13 | 16 |
Curricular units 1st sem (evaluations)
Real number (ℝ)
High correlation Zeros
| Distinct | 35 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.0710744 |
| Minimum | 0 |
|---|---|
| Maximum | 45 |
| Zeros | 321 |
| Zeros (%) | 8.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 8 |
| Q3 | 10 |
| 95-th percentile | 15 |
| Maximum | 45 |
| Range | 45 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.2866324 |
|---|---|
| Coefficient of variation (CV) | 0.5311105 |
| Kurtosis | 6.0607303 |
| Mean | 8.0710744 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.1460857 |
| Sum | 29298 |
| Variance | 18.375217 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 674 | |
| 7 | 621 | |
| 6 | 530 | |
| 0 | 321 | |
| 9 | 296 | |
| 10 | 235 | 6.5% |
| 5 | 193 | 5.3% |
| 11 | 162 | 4.5% |
| 12 | 160 | 4.4% |
| 13 | 104 | 2.9% |
| Other values (25) | 334 |
| Value | Count | Frequency (%) |
| 0 | 321 | |
| 1 | 5 | 0.1% |
| 2 | 6 | 0.2% |
| 3 | 6 | 0.2% |
| 4 | 18 | 0.5% |
| 5 | 193 | 5.3% |
| 6 | 530 | |
| 7 | 621 | |
| 8 | 674 | |
| 9 | 296 |
| Value | Count | Frequency (%) |
| 45 | 2 | |
| 36 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 29 | 2 | |
| 28 | 1 | < 0.1% |
| 27 | 2 | |
| 26 | 4 | |
| 25 | 3 |
Curricular units 1st sem (approved)
Real number (ℝ)
High correlation Zeros
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7914601 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 647 |
| Zeros (%) | 17.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.2378452 |
|---|---|
| Coefficient of variation (CV) | 0.67575335 |
| Kurtosis | 2.8666924 |
| Mean | 4.7914601 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.75417833 |
| Sum | 17393 |
| Variance | 10.483642 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 1033 | |
| 0 | 647 | |
| 5 | 530 | |
| 7 | 429 | |
| 4 | 288 | 7.9% |
| 3 | 176 | 4.8% |
| 2 | 118 | 3.3% |
| 1 | 94 | 2.6% |
| 8 | 94 | 2.6% |
| 11 | 42 | 1.2% |
| Other values (13) | 179 | 4.9% |
| Value | Count | Frequency (%) |
| 0 | 647 | |
| 1 | 94 | 2.6% |
| 2 | 118 | 3.3% |
| 3 | 176 | 4.8% |
| 4 | 288 | 7.9% |
| 5 | 530 | |
| 6 | 1033 | |
| 7 | 429 | |
| 8 | 94 | 2.6% |
| 9 | 35 | 1.0% |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 21 | 4 | 0.1% |
| 20 | 3 | 0.1% |
| 19 | 2 | 0.1% |
| 18 | 15 | |
| 17 | 10 | |
| 16 | 5 | 0.1% |
| 15 | 6 | 0.2% |
| 14 | 14 | |
| 13 | 23 |
Curricular units 1st sem (grade)
Real number (ℝ)
High correlation Zeros
| Distinct | 752 |
|---|---|
| Distinct (%) | 20.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.53486 |
| Minimum | 0 |
|---|---|
| Maximum | 18.875 |
| Zeros | 647 |
| Zeros (%) | 17.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 11 |
| median | 12.341429 |
| Q3 | 13.5 |
| 95-th percentile | 15 |
| Maximum | 18.875 |
| Range | 18.875 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 5.057694 |
|---|---|
| Coefficient of variation (CV) | 0.48009125 |
| Kurtosis | 0.48687085 |
| Mean | 10.53486 |
| Median Absolute Deviation (MAD) | 1.1985714 |
| Skewness | -1.4518527 |
| Sum | 38241.54 |
| Variance | 25.580268 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 647 | 17.8% |
| 12 | 153 | 4.2% |
| 13 | 123 | 3.4% |
| 11 | 95 | 2.6% |
| 14 | 70 | 1.9% |
| 12.33333333 | 68 | 1.9% |
| 12.66666667 | 67 | 1.8% |
| 12.5 | 66 | 1.8% |
| 11.5 | 64 | 1.8% |
| 10 | 60 | 1.7% |
| Other values (742) | 2217 |
| Value | Count | Frequency (%) |
| 0 | 647 | |
| 9.8 | 1 | < 0.1% |
| 10 | 60 | 1.7% |
| 10.16666667 | 1 | < 0.1% |
| 10.2 | 3 | 0.1% |
| 10.21428571 | 1 | < 0.1% |
| 10.25 | 7 | 0.2% |
| 10.28571429 | 1 | < 0.1% |
| 10.33333333 | 7 | 0.2% |
| 10.36842105 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 18.875 | 1 | < 0.1% |
| 18 | 2 | |
| 17.33333333 | 2 | |
| 17.125 | 1 | < 0.1% |
| 17.11111111 | 1 | < 0.1% |
| 17.00555556 | 1 | < 0.1% |
| 17 | 3 | |
| 16.9 | 1 | < 0.1% |
| 16.88571429 | 1 | < 0.1% |
| 16.85714286 | 1 | < 0.1% |
Curricular units 1st sem (without evaluations)
Real number (ℝ)
Zeros
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12892562 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 3406 |
| Zeros (%) | 93.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.67911058 |
|---|---|
| Coefficient of variation (CV) | 5.2674603 |
| Kurtosis | 101.68705 |
| Mean | 0.12892562 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.7192756 |
| Sum | 468 |
| Variance | 0.46119118 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3406 | |
| 1 | 118 | 3.3% |
| 2 | 58 | 1.6% |
| 3 | 16 | 0.4% |
| 4 | 14 | 0.4% |
| 6 | 5 | 0.1% |
| 7 | 5 | 0.1% |
| 5 | 3 | 0.1% |
| 12 | 2 | 0.1% |
| 8 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 3406 | |
| 1 | 118 | 3.3% |
| 2 | 58 | 1.6% |
| 3 | 16 | 0.4% |
| 4 | 14 | 0.4% |
| 5 | 3 | 0.1% |
| 6 | 5 | 0.1% |
| 7 | 5 | 0.1% |
| 8 | 2 | 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 12 | 2 | 0.1% |
| 10 | 1 | < 0.1% |
| 8 | 2 | 0.1% |
| 7 | 5 | 0.1% |
| 6 | 5 | 0.1% |
| 5 | 3 | 0.1% |
| 4 | 14 | 0.4% |
| 3 | 16 | 0.4% |
| 2 | 58 | |
| 1 | 118 |
Curricular units 2nd sem (credited)
Real number (ℝ)
High correlation Zeros
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.58181818 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 3183 |
| Zeros (%) | 87.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.0226875 |
|---|---|
| Coefficient of variation (CV) | 3.4764942 |
| Kurtosis | 22.650674 |
| Mean | 0.58181818 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.4943294 |
| Sum | 2112 |
| Variance | 4.0912648 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3183 | |
| 1 | 82 | 2.3% |
| 2 | 80 | 2.2% |
| 5 | 61 | 1.7% |
| 4 | 61 | 1.7% |
| 3 | 40 | 1.1% |
| 6 | 24 | 0.7% |
| 11 | 20 | 0.6% |
| 9 | 13 | 0.4% |
| 12 | 13 | 0.4% |
| Other values (9) | 53 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 3183 | |
| 1 | 82 | 2.3% |
| 2 | 80 | 2.2% |
| 3 | 40 | 1.1% |
| 4 | 61 | 1.7% |
| 5 | 61 | 1.7% |
| 6 | 24 | 0.7% |
| 7 | 12 | 0.3% |
| 8 | 10 | 0.3% |
| 9 | 13 | 0.4% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 18 | 2 | 0.1% |
| 16 | 2 | 0.1% |
| 15 | 2 | 0.1% |
| 14 | 4 | 0.1% |
| 13 | 9 | |
| 12 | 13 | |
| 11 | 20 | |
| 10 | 11 | |
| 9 | 13 |
Curricular units 2nd sem (enrolled)
Real number (ℝ)
High correlation Zeros
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.2964187 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 152 |
| Zeros (%) | 4.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.2630202 |
|---|---|
| Coefficient of variation (CV) | 0.35941386 |
| Kurtosis | 6.9111216 |
| Mean | 6.2964187 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.81161984 |
| Sum | 22856 |
| Variance | 5.1212602 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 1596 | |
| 5 | 789 | |
| 8 | 596 | 16.4% |
| 7 | 224 | 6.2% |
| 0 | 152 | 4.2% |
| 11 | 50 | 1.4% |
| 9 | 44 | 1.2% |
| 12 | 39 | 1.1% |
| 10 | 38 | 1.0% |
| 13 | 34 | 0.9% |
| Other values (12) | 68 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 152 | 4.2% |
| 1 | 3 | 0.1% |
| 2 | 5 | 0.1% |
| 3 | 2 | 0.1% |
| 4 | 15 | 0.4% |
| 5 | 789 | |
| 6 | 1596 | |
| 7 | 224 | 6.2% |
| 8 | 596 | 16.4% |
| 9 | 44 | 1.2% |
| Value | Count | Frequency (%) |
| 23 | 2 | 0.1% |
| 21 | 1 | < 0.1% |
| 19 | 3 | 0.1% |
| 18 | 2 | 0.1% |
| 17 | 10 | 0.3% |
| 16 | 1 | < 0.1% |
| 15 | 2 | 0.1% |
| 14 | 22 | |
| 13 | 34 | |
| 12 | 39 |
Curricular units 2nd sem (evaluations)
Real number (ℝ)
High correlation Zeros
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.7630854 |
| Minimum | 0 |
|---|---|
| Maximum | 33 |
| Zeros | 372 |
| Zeros (%) | 10.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 8 |
| Q3 | 10 |
| 95-th percentile | 14 |
| Maximum | 33 |
| Range | 33 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.9641634 |
|---|---|
| Coefficient of variation (CV) | 0.51064277 |
| Kurtosis | 2.1216527 |
| Mean | 7.7630854 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.37806917 |
| Sum | 28180 |
| Variance | 15.714592 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 654 | |
| 6 | 556 | |
| 7 | 478 | |
| 0 | 372 | |
| 9 | 353 | |
| 5 | 268 | |
| 10 | 257 | 7.1% |
| 11 | 181 | 5.0% |
| 12 | 150 | 4.1% |
| 13 | 98 | 2.7% |
| Other values (19) | 263 |
| Value | Count | Frequency (%) |
| 0 | 372 | |
| 1 | 3 | 0.1% |
| 2 | 4 | 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 8 | 0.2% |
| 5 | 268 | |
| 6 | 556 | |
| 7 | 478 | |
| 8 | 654 | |
| 9 | 353 |
| Value | Count | Frequency (%) |
| 33 | 1 | < 0.1% |
| 27 | 1 | < 0.1% |
| 26 | 3 | 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 3 | 0.1% |
| 23 | 4 | 0.1% |
| 22 | 8 | |
| 21 | 8 | |
| 20 | 8 | |
| 19 | 11 |
Curricular units 2nd sem (approved)
Real number (ℝ)
High correlation Zeros
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5184573 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 802 |
| Zeros (%) | 22.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.1623763 |
|---|---|
| Coefficient of variation (CV) | 0.69987964 |
| Kurtosis | 0.66566854 |
| Mean | 4.5184573 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.26819875 |
| Sum | 16402 |
| Variance | 10.000624 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 867 | |
| 0 | 802 | |
| 5 | 569 | |
| 8 | 306 | 8.4% |
| 7 | 287 | 7.9% |
| 4 | 254 | 7.0% |
| 3 | 161 | 4.4% |
| 2 | 121 | 3.3% |
| 1 | 86 | 2.4% |
| 11 | 44 | 1.2% |
| Other values (10) | 133 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 802 | |
| 1 | 86 | 2.4% |
| 2 | 121 | 3.3% |
| 3 | 161 | 4.4% |
| 4 | 254 | 7.0% |
| 5 | 569 | |
| 6 | 867 | |
| 7 | 287 | 7.9% |
| 8 | 306 | 8.4% |
| 9 | 25 | 0.7% |
| Value | Count | Frequency (%) |
| 20 | 2 | 0.1% |
| 19 | 3 | 0.1% |
| 18 | 2 | 0.1% |
| 17 | 8 | 0.2% |
| 16 | 2 | 0.1% |
| 14 | 6 | 0.2% |
| 13 | 21 | |
| 12 | 32 | |
| 11 | 44 | |
| 10 | 32 |
Curricular units 2nd sem (grade)
Real number (ℝ)
High correlation Zeros
| Distinct | 724 |
|---|---|
| Distinct (%) | 19.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.036155 |
| Minimum | 0 |
|---|---|
| Maximum | 18.571429 |
| Zeros | 802 |
| Zeros (%) | 22.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10.517857 |
| median | 12.333333 |
| Q3 | 13.5 |
| 95-th percentile | 15.006111 |
| Maximum | 18.571429 |
| Range | 18.571429 |
| Interquartile range (IQR) | 2.9821429 |
Descriptive statistics
| Standard deviation | 5.4817421 |
|---|---|
| Coefficient of variation (CV) | 0.54619942 |
| Kurtosis | -0.36292579 |
| Mean | 10.036155 |
| Median Absolute Deviation (MAD) | 1.3333333 |
| Skewness | -1.167812 |
| Sum | 36431.243 |
| Variance | 30.049496 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 802 | 22.1% |
| 12 | 122 | 3.4% |
| 13 | 117 | 3.2% |
| 11 | 111 | 3.1% |
| 14 | 63 | 1.7% |
| 11.5 | 62 | 1.7% |
| 12.5 | 55 | 1.5% |
| 10 | 51 | 1.4% |
| 13.5 | 50 | 1.4% |
| 12.66666667 | 49 | 1.3% |
| Other values (714) | 2148 |
| Value | Count | Frequency (%) |
| 0 | 802 | |
| 10 | 51 | 1.4% |
| 10.16666667 | 3 | 0.1% |
| 10.2 | 2 | 0.1% |
| 10.25 | 5 | 0.1% |
| 10.33333333 | 10 | 0.3% |
| 10.4 | 4 | 0.1% |
| 10.42857143 | 1 | < 0.1% |
| 10.44444444 | 1 | < 0.1% |
| 10.5 | 29 | 0.8% |
| Value | Count | Frequency (%) |
| 18.57142857 | 1 | |
| 17.71428571 | 1 | |
| 17.69230769 | 1 | |
| 17.6 | 1 | |
| 17.5875 | 1 | |
| 17.42857143 | 1 | |
| 17.16666667 | 1 | |
| 17 | 1 | |
| 16.90909091 | 1 | |
| 16.8 | 2 |
Curricular units 2nd sem (without evaluations)
Real number (ℝ)
Zeros
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14214876 |
| Minimum | 0 |
|---|---|
| Maximum | 12 |
| Zeros | 3416 |
| Zeros (%) | 94.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 12 |
| Range | 12 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.74767044 |
|---|---|
| Coefficient of variation (CV) | 5.2597746 |
| Kurtosis | 73.264171 |
| Mean | 0.14214876 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.6154483 |
| Sum | 516 |
| Variance | 0.55901109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3416 | |
| 1 | 107 | 2.9% |
| 2 | 35 | 1.0% |
| 3 | 23 | 0.6% |
| 5 | 16 | 0.4% |
| 4 | 16 | 0.4% |
| 6 | 7 | 0.2% |
| 7 | 4 | 0.1% |
| 8 | 4 | 0.1% |
| 12 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 3416 | |
| 1 | 107 | 2.9% |
| 2 | 35 | 1.0% |
| 3 | 23 | 0.6% |
| 4 | 16 | 0.4% |
| 5 | 16 | 0.4% |
| 6 | 7 | 0.2% |
| 7 | 4 | 0.1% |
| 8 | 4 | 0.1% |
| 12 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 12 | 2 | 0.1% |
| 8 | 4 | 0.1% |
| 7 | 4 | 0.1% |
| 6 | 7 | 0.2% |
| 5 | 16 | 0.4% |
| 4 | 16 | 0.4% |
| 3 | 23 | 0.6% |
| 2 | 35 | 1.0% |
| 1 | 107 | 2.9% |
| 0 | 3416 |
Unemployment rate
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.630358 |
| Minimum | 7.6 |
|---|---|
| Maximum | 16.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | 7.6 |
|---|---|
| 5-th percentile | 7.6 |
| Q1 | 9.4 |
| median | 11.1 |
| Q3 | 13.9 |
| 95-th percentile | 16.2 |
| Maximum | 16.2 |
| Range | 8.6 |
| Interquartile range (IQR) | 4.5 |
Descriptive statistics
| Standard deviation | 2.6676519 |
|---|---|
| Coefficient of variation (CV) | 0.22936971 |
| Kurtosis | -1.0036666 |
| Mean | 11.630358 |
| Median Absolute Deviation (MAD) | 1.7 |
| Skewness | 0.18950161 |
| Sum | 42218.2 |
| Variance | 7.1163666 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.6 | 452 | |
| 10.8 | 435 | |
| 9.4 | 424 | |
| 12.7 | 356 | |
| 12.4 | 355 | |
| 11.1 | 347 | |
| 15.5 | 328 | |
| 13.9 | 326 | |
| 16.2 | 316 | |
| 8.9 | 291 |
| Value | Count | Frequency (%) |
| 7.6 | 452 | |
| 8.9 | 291 | |
| 9.4 | 424 | |
| 10.8 | 435 | |
| 11.1 | 347 | |
| 12.4 | 355 | |
| 12.7 | 356 | |
| 13.9 | 326 | |
| 15.5 | 328 | |
| 16.2 | 316 |
| Value | Count | Frequency (%) |
| 16.2 | 316 | |
| 15.5 | 328 | |
| 13.9 | 326 | |
| 12.7 | 356 | |
| 12.4 | 355 | |
| 11.1 | 347 | |
| 10.8 | 435 | |
| 9.4 | 424 | |
| 8.9 | 291 | |
| 7.6 | 452 |
Inflation rate
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2315978 |
| Minimum | -0.8 |
|---|---|
| Maximum | 3.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 750 |
| Negative (%) | 20.7% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | -0.8 |
|---|---|
| 5-th percentile | -0.8 |
| Q1 | 0.3 |
| median | 1.4 |
| Q3 | 2.6 |
| 95-th percentile | 3.7 |
| Maximum | 3.7 |
| Range | 4.5 |
| Interquartile range (IQR) | 2.3 |
Descriptive statistics
| Standard deviation | 1.3849112 |
|---|---|
| Coefficient of variation (CV) | 1.1244833 |
| Kurtosis | -1.0367759 |
| Mean | 1.2315978 |
| Median Absolute Deviation (MAD) | 1.2 |
| Skewness | 0.26705457 |
| Sum | 4470.7 |
| Variance | 1.917979 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.4 | 726 | |
| 2.6 | 452 | |
| -0.8 | 424 | |
| 3.7 | 356 | |
| 0.5 | 355 | |
| 0.6 | 347 | |
| 2.8 | 328 | |
| -0.3 | 326 | |
| 0.3 | 316 |
| Value | Count | Frequency (%) |
| -0.8 | 424 | |
| -0.3 | 326 | |
| 0.3 | 316 | |
| 0.5 | 355 | |
| 0.6 | 347 | |
| 1.4 | 726 | |
| 2.6 | 452 | |
| 2.8 | 328 | |
| 3.7 | 356 |
| Value | Count | Frequency (%) |
| 3.7 | 356 | |
| 2.8 | 328 | |
| 2.6 | 452 | |
| 1.4 | 726 | |
| 0.6 | 347 | |
| 0.5 | 355 | |
| 0.3 | 316 | |
| -0.3 | 326 | |
| -0.8 | 424 |
GDP
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.0092561983 |
| Minimum | -4.06 |
|---|---|
| Maximum | 3.51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1424 |
| Negative (%) | 39.2% |
| Memory size | 28.5 KiB |
Quantile statistics
| Minimum | -4.06 |
|---|---|
| 5-th percentile | -4.06 |
| Q1 | -1.7 |
| median | 0.32 |
| Q3 | 1.79 |
| 95-th percentile | 3.51 |
| Maximum | 3.51 |
| Range | 7.57 |
| Interquartile range (IQR) | 3.49 |
Descriptive statistics
| Standard deviation | 2.2599859 |
|---|---|
| Coefficient of variation (CV) | -244.15919 |
| Kurtosis | -0.9964832 |
| Mean | -0.0092561983 |
| Median Absolute Deviation (MAD) | 1.47 |
| Skewness | -0.39080458 |
| Sum | -33.6 |
| Variance | 5.1075361 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.32 | 452 | |
| 1.74 | 435 | |
| -3.12 | 424 | |
| -1.7 | 356 | |
| 1.79 | 355 | |
| 2.02 | 347 | |
| -4.06 | 328 | |
| 0.79 | 326 | |
| -0.92 | 316 | |
| 3.51 | 291 |
| Value | Count | Frequency (%) |
| -4.06 | 328 | |
| -3.12 | 424 | |
| -1.7 | 356 | |
| -0.92 | 316 | |
| 0.32 | 452 | |
| 0.79 | 326 | |
| 1.74 | 435 | |
| 1.79 | 355 | |
| 2.02 | 347 | |
| 3.51 | 291 |
| Value | Count | Frequency (%) |
| 3.51 | 291 | |
| 2.02 | 347 | |
| 1.79 | 355 | |
| 1.74 | 435 | |
| 0.79 | 326 | |
| 0.32 | 452 | |
| -0.92 | 316 | |
| -1.7 | 356 | |
| -3.12 | 424 | |
| -4.06 | 328 |
Target
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 205.7 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2209 | |
| 0 | 1421 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2209 | |
| 0 | 1421 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2209 | |
| 0 | 1421 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2209 | |
| 0 | 1421 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2209 | |
| 0 | 1421 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3630 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2209 | |
| 0 | 1421 |
Interactions
Correlations
| Admission grade | Age at enrollment | Application mode | Application order | Course | Curricular units 1st sem (approved) | Curricular units 1st sem (credited) | Curricular units 1st sem (enrolled) | Curricular units 1st sem (evaluations) | Curricular units 1st sem (grade) | Curricular units 1st sem (without evaluations) | Curricular units 2nd sem (approved) | Curricular units 2nd sem (credited) | Curricular units 2nd sem (enrolled) | Curricular units 2nd sem (evaluations) | Curricular units 2nd sem (grade) | Curricular units 2nd sem (without evaluations) | Daytime/evening attendance | Debtor | Displaced | Educational special needs | Father's occupation | Father's qualification | GDP | Gender | Inflation rate | International | Marital status | Mother's occupation | Mother's qualification | Nacionality | Previous qualification | Previous qualification (grade) | Scholarship holder | Target | Tuition fees up to date | Unemployment rate | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Admission grade | 1.000 | -0.112 | -0.050 | -0.105 | -0.072 | 0.112 | 0.072 | 0.001 | -0.092 | 0.229 | -0.000 | 0.111 | 0.073 | 0.005 | -0.059 | 0.209 | -0.026 | 0.112 | 0.068 | 0.139 | 0.000 | -0.028 | -0.029 | -0.036 | 0.043 | -0.021 | 0.130 | -0.002 | -0.028 | -0.044 | 0.018 | 0.116 | 0.582 | 0.095 | 0.157 | 0.088 | 0.024 |
| Age at enrollment | -0.112 | 1.000 | 0.561 | -0.374 | -0.095 | -0.204 | 0.303 | -0.022 | 0.161 | -0.243 | 0.080 | -0.222 | 0.302 | -0.058 | 0.061 | -0.247 | 0.116 | 0.481 | 0.140 | 0.402 | 0.000 | 0.033 | 0.092 | -0.063 | 0.195 | 0.022 | 0.000 | 0.488 | 0.089 | 0.171 | 0.015 | 0.408 | -0.170 | 0.240 | 0.333 | 0.232 | 0.011 |
| Application mode | -0.050 | 0.561 | 1.000 | -0.284 | -0.083 | -0.092 | 0.351 | 0.063 | 0.191 | -0.176 | 0.032 | -0.115 | 0.351 | 0.038 | 0.143 | -0.161 | 0.068 | 0.391 | 0.135 | 0.405 | 0.000 | -0.015 | 0.053 | -0.024 | 0.203 | -0.032 | 0.067 | 0.284 | 0.022 | 0.070 | -0.002 | 0.419 | -0.062 | 0.237 | 0.318 | 0.215 | 0.073 |
| Application order | -0.105 | -0.374 | -0.284 | 1.000 | 0.140 | 0.104 | -0.199 | 0.072 | -0.080 | 0.073 | -0.053 | 0.111 | -0.202 | 0.090 | -0.032 | 0.069 | -0.046 | 0.182 | 0.084 | 0.392 | 0.000 | -0.024 | -0.054 | 0.036 | 0.123 | -0.006 | 0.014 | -0.181 | -0.036 | -0.048 | -0.018 | -0.260 | -0.053 | 0.084 | 0.113 | 0.081 | -0.104 |
| Course | -0.072 | -0.095 | -0.083 | 0.140 | 1.000 | 0.145 | -0.164 | 0.174 | -0.000 | 0.116 | -0.107 | 0.141 | -0.169 | 0.178 | 0.039 | 0.145 | -0.035 | 0.669 | 0.000 | 0.195 | 0.024 | 0.005 | 0.028 | -0.008 | 0.120 | 0.039 | 0.026 | 0.011 | 0.018 | 0.036 | 0.007 | -0.142 | -0.048 | 0.026 | 0.037 | 0.000 | -0.041 |
| Curricular units 1st sem (approved) | 0.112 | -0.204 | -0.092 | 0.104 | 0.145 | 1.000 | 0.368 | 0.723 | 0.329 | 0.651 | -0.053 | 0.909 | 0.375 | 0.714 | 0.431 | 0.682 | -0.059 | 0.185 | 0.167 | 0.153 | 0.000 | 0.004 | 0.007 | 0.038 | 0.264 | 0.001 | 0.000 | -0.074 | 0.001 | -0.024 | -0.002 | -0.059 | 0.099 | 0.290 | 0.649 | 0.327 | 0.062 |
| Curricular units 1st sem (credited) | 0.072 | 0.303 | 0.351 | -0.199 | -0.164 | 0.368 | 1.000 | 0.433 | 0.388 | 0.097 | 0.120 | 0.301 | 0.925 | 0.384 | 0.343 | 0.096 | 0.082 | 0.174 | 0.030 | 0.118 | 0.000 | -0.033 | -0.003 | 0.004 | 0.026 | 0.009 | 0.000 | 0.102 | -0.019 | -0.002 | 0.024 | 0.318 | -0.005 | 0.089 | 0.058 | 0.000 | 0.024 |
| Curricular units 1st sem (enrolled) | 0.001 | -0.022 | 0.063 | 0.072 | 0.174 | 0.723 | 0.433 | 1.000 | 0.460 | 0.362 | -0.010 | 0.672 | 0.449 | 0.960 | 0.478 | 0.363 | -0.008 | 0.221 | 0.049 | 0.157 | 0.032 | -0.010 | 0.015 | -0.009 | 0.218 | 0.036 | 0.022 | -0.004 | 0.005 | 0.021 | -0.003 | 0.058 | 0.035 | 0.164 | 0.243 | 0.119 | 0.101 |
| Curricular units 1st sem (evaluations) | -0.092 | 0.161 | 0.191 | -0.080 | -0.000 | 0.329 | 0.388 | 0.460 | 1.000 | 0.143 | 0.205 | 0.303 | 0.388 | 0.425 | 0.699 | 0.122 | 0.171 | 0.077 | 0.066 | 0.100 | 0.000 | -0.040 | 0.040 | -0.111 | 0.091 | -0.028 | 0.062 | 0.061 | -0.018 | 0.044 | -0.008 | 0.114 | -0.066 | 0.197 | 0.342 | 0.127 | 0.075 |
| Curricular units 1st sem (grade) | 0.229 | -0.243 | -0.176 | 0.073 | 0.116 | 0.651 | 0.097 | 0.362 | 0.143 | 1.000 | -0.027 | 0.636 | 0.091 | 0.367 | 0.225 | 0.790 | -0.045 | 0.139 | 0.120 | 0.091 | 0.000 | -0.004 | -0.011 | 0.085 | 0.210 | -0.021 | 0.000 | -0.099 | -0.024 | -0.053 | 0.000 | -0.062 | 0.202 | 0.209 | 0.542 | 0.277 | 0.037 |
| Curricular units 1st sem (without evaluations) | -0.000 | 0.080 | 0.032 | -0.053 | -0.107 | -0.053 | 0.120 | -0.010 | 0.205 | -0.027 | 1.000 | -0.051 | 0.082 | -0.026 | 0.099 | -0.058 | 0.424 | 0.000 | 0.021 | 0.033 | 0.000 | -0.030 | -0.003 | -0.172 | 0.000 | -0.058 | 0.062 | 0.049 | -0.016 | 0.000 | -0.010 | 0.044 | -0.009 | 0.052 | 0.091 | 0.093 | -0.067 |
| Curricular units 2nd sem (approved) | 0.111 | -0.222 | -0.115 | 0.111 | 0.141 | 0.909 | 0.301 | 0.672 | 0.303 | 0.636 | -0.051 | 1.000 | 0.328 | 0.692 | 0.378 | 0.711 | -0.058 | 0.108 | 0.202 | 0.129 | 0.000 | 0.018 | 0.014 | 0.032 | 0.275 | -0.016 | 0.024 | -0.081 | 0.019 | -0.018 | -0.016 | -0.067 | 0.089 | 0.289 | 0.736 | 0.364 | 0.064 |
| Curricular units 2nd sem (credited) | 0.073 | 0.302 | 0.351 | -0.202 | -0.169 | 0.375 | 0.925 | 0.449 | 0.388 | 0.091 | 0.082 | 0.328 | 1.000 | 0.420 | 0.356 | 0.106 | 0.098 | 0.172 | 0.029 | 0.135 | 0.000 | -0.030 | 0.003 | 0.007 | 0.041 | 0.009 | 0.000 | 0.099 | -0.025 | -0.000 | 0.022 | 0.310 | -0.014 | 0.077 | 0.056 | 0.014 | 0.014 |
| Curricular units 2nd sem (enrolled) | 0.005 | -0.058 | 0.038 | 0.090 | 0.178 | 0.714 | 0.384 | 0.960 | 0.425 | 0.367 | -0.026 | 0.692 | 0.420 | 1.000 | 0.491 | 0.376 | -0.019 | 0.192 | 0.082 | 0.140 | 0.000 | -0.009 | 0.007 | -0.005 | 0.165 | 0.022 | 0.052 | -0.026 | 0.005 | 0.006 | -0.011 | 0.042 | 0.037 | 0.115 | 0.204 | 0.144 | 0.135 |
| Curricular units 2nd sem (evaluations) | -0.059 | 0.061 | 0.143 | -0.032 | 0.039 | 0.431 | 0.343 | 0.478 | 0.699 | 0.225 | 0.099 | 0.378 | 0.356 | 0.491 | 1.000 | 0.220 | 0.172 | 0.114 | 0.049 | 0.071 | 0.000 | -0.027 | 0.005 | -0.016 | 0.119 | -0.020 | 0.030 | 0.013 | -0.016 | 0.021 | -0.027 | 0.060 | -0.058 | 0.179 | 0.357 | 0.128 | 0.076 |
| Curricular units 2nd sem (grade) | 0.209 | -0.247 | -0.161 | 0.069 | 0.145 | 0.682 | 0.096 | 0.363 | 0.122 | 0.790 | -0.058 | 0.711 | 0.106 | 0.376 | 0.220 | 1.000 | -0.059 | 0.094 | 0.160 | 0.083 | 0.000 | 0.014 | -0.013 | 0.105 | 0.222 | -0.042 | 0.000 | -0.097 | 0.004 | -0.045 | -0.002 | -0.063 | 0.172 | 0.227 | 0.640 | 0.327 | 0.035 |
| Curricular units 2nd sem (without evaluations) | -0.026 | 0.116 | 0.068 | -0.046 | -0.035 | -0.059 | 0.082 | -0.008 | 0.171 | -0.045 | 0.424 | -0.058 | 0.098 | -0.019 | 0.172 | -0.059 | 1.000 | 0.000 | 0.087 | 0.028 | 0.000 | -0.054 | -0.005 | -0.113 | 0.043 | -0.029 | 0.000 | 0.059 | 0.003 | 0.031 | -0.024 | 0.061 | -0.024 | 0.032 | 0.101 | 0.090 | -0.030 |
| Daytime/evening attendance\t | 0.112 | 0.481 | 0.391 | 0.182 | 0.669 | 0.185 | 0.174 | 0.221 | 0.077 | 0.139 | 0.000 | 0.108 | 0.172 | 0.192 | 0.114 | 0.094 | 0.000 | 1.000 | 0.000 | 0.242 | 0.019 | 0.053 | 0.191 | 0.092 | 0.024 | 0.067 | 0.025 | 0.356 | 0.054 | 0.216 | 0.000 | 0.160 | 0.122 | 0.108 | 0.082 | 0.048 | 0.095 |
| Debtor | 0.068 | 0.140 | 0.135 | 0.084 | 0.000 | 0.167 | 0.030 | 0.049 | 0.066 | 0.120 | 0.021 | 0.202 | 0.029 | 0.082 | 0.049 | 0.160 | 0.087 | 0.000 | 1.000 | 0.091 | 0.000 | 0.095 | 0.000 | 0.096 | 0.049 | 0.059 | 0.065 | 0.032 | 0.093 | 0.035 | 0.073 | 0.149 | 0.072 | 0.062 | 0.266 | 0.433 | 0.091 |
| Displaced | 0.139 | 0.402 | 0.405 | 0.392 | 0.195 | 0.153 | 0.118 | 0.157 | 0.100 | 0.091 | 0.033 | 0.129 | 0.135 | 0.140 | 0.071 | 0.083 | 0.028 | 0.242 | 0.091 | 1.000 | 0.000 | 0.087 | 0.084 | 0.127 | 0.126 | 0.050 | 0.000 | 0.279 | 0.074 | 0.107 | 0.000 | 0.184 | 0.104 | 0.084 | 0.124 | 0.103 | 0.125 |
| Educational special needs | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.000 | 0.000 | 0.032 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 1.000 | 0.052 | 0.000 | 0.062 | 0.000 | 0.043 | 0.000 | 0.000 | 0.048 | 0.005 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.058 |
| Father's occupation | -0.028 | 0.033 | -0.015 | -0.024 | 0.005 | 0.004 | -0.033 | -0.010 | -0.040 | -0.004 | -0.030 | 0.018 | -0.030 | -0.009 | -0.027 | 0.014 | -0.054 | 0.053 | 0.095 | 0.087 | 0.052 | 1.000 | 0.239 | 0.044 | 0.036 | 0.060 | 0.016 | 0.047 | 0.487 | 0.170 | 0.025 | 0.005 | -0.030 | 0.065 | 0.112 | 0.046 | 0.009 |
| Father's qualification | -0.029 | 0.092 | 0.053 | -0.054 | 0.028 | 0.007 | -0.003 | 0.015 | 0.040 | -0.011 | -0.003 | 0.014 | 0.003 | 0.007 | 0.005 | -0.013 | -0.005 | 0.191 | 0.000 | 0.084 | 0.000 | 0.239 | 1.000 | -0.049 | 0.077 | 0.044 | 0.063 | 0.118 | 0.253 | 0.446 | -0.072 | 0.019 | -0.019 | 0.147 | 0.136 | 0.041 | -0.042 |
| GDP | -0.036 | -0.063 | -0.024 | 0.036 | -0.008 | 0.038 | 0.004 | -0.009 | -0.111 | 0.085 | -0.172 | 0.032 | 0.007 | -0.005 | -0.016 | 0.105 | -0.113 | 0.092 | 0.096 | 0.127 | 0.062 | 0.044 | -0.049 | 1.000 | 0.067 | -0.107 | 0.011 | -0.074 | 0.023 | -0.080 | 0.031 | 0.026 | -0.076 | 0.149 | 0.059 | 0.078 | -0.298 |
| Gender | 0.043 | 0.195 | 0.203 | 0.123 | 0.120 | 0.264 | 0.026 | 0.218 | 0.091 | 0.210 | 0.000 | 0.275 | 0.041 | 0.165 | 0.119 | 0.222 | 0.043 | 0.024 | 0.049 | 0.126 | 0.000 | 0.036 | 0.077 | 0.067 | 1.000 | 0.060 | 0.026 | 0.056 | 0.030 | 0.057 | 0.021 | 0.127 | 0.042 | 0.187 | 0.251 | 0.120 | 0.062 |
| Inflation rate | -0.021 | 0.022 | -0.032 | -0.006 | 0.039 | 0.001 | 0.009 | 0.036 | -0.028 | -0.021 | -0.058 | -0.016 | 0.009 | 0.022 | -0.020 | -0.042 | -0.029 | 0.067 | 0.059 | 0.050 | 0.043 | 0.060 | 0.044 | -0.107 | 0.060 | 1.000 | 0.000 | 0.004 | 0.048 | 0.040 | -0.002 | -0.041 | 0.021 | 0.113 | 0.049 | 0.096 | -0.056 |
| International | 0.130 | 0.000 | 0.067 | 0.014 | 0.026 | 0.000 | 0.000 | 0.022 | 0.062 | 0.000 | 0.062 | 0.024 | 0.000 | 0.052 | 0.030 | 0.000 | 0.000 | 0.025 | 0.065 | 0.000 | 0.000 | 0.016 | 0.063 | 0.011 | 0.026 | 0.000 | 1.000 | 0.000 | 0.000 | 0.076 | 0.919 | 0.000 | 0.089 | 0.008 | 0.000 | 0.050 | 0.024 |
| Marital status | -0.002 | 0.488 | 0.284 | -0.181 | 0.011 | -0.074 | 0.102 | -0.004 | 0.061 | -0.099 | 0.049 | -0.081 | 0.099 | -0.026 | 0.013 | -0.097 | 0.059 | 0.356 | 0.032 | 0.279 | 0.000 | 0.047 | 0.118 | -0.074 | 0.056 | 0.004 | 0.000 | 1.000 | 0.108 | 0.186 | -0.029 | 0.198 | -0.040 | 0.117 | 0.115 | 0.104 | -0.039 |
| Mother's occupation | -0.028 | 0.089 | 0.022 | -0.036 | 0.018 | 0.001 | -0.019 | 0.005 | -0.018 | -0.024 | -0.016 | 0.019 | -0.025 | 0.005 | -0.016 | 0.004 | 0.003 | 0.054 | 0.093 | 0.074 | 0.048 | 0.487 | 0.253 | 0.023 | 0.030 | 0.048 | 0.000 | 0.108 | 1.000 | 0.348 | 0.017 | -0.014 | -0.035 | 0.067 | 0.130 | 0.098 | 0.021 |
| Mother's qualification | -0.044 | 0.171 | 0.070 | -0.048 | 0.036 | -0.024 | -0.002 | 0.021 | 0.044 | -0.053 | 0.000 | -0.018 | -0.000 | 0.006 | 0.021 | -0.045 | 0.031 | 0.216 | 0.035 | 0.107 | 0.005 | 0.170 | 0.446 | -0.080 | 0.057 | 0.040 | 0.076 | 0.186 | 0.348 | 1.000 | -0.017 | 0.015 | -0.048 | 0.122 | 0.154 | 0.053 | -0.093 |
| Nacionality | 0.018 | 0.015 | -0.002 | -0.018 | 0.007 | -0.002 | 0.024 | -0.003 | -0.008 | 0.000 | -0.010 | -0.016 | 0.022 | -0.011 | -0.027 | -0.002 | -0.024 | 0.000 | 0.073 | 0.000 | 0.000 | 0.025 | -0.072 | 0.031 | 0.021 | -0.002 | 0.919 | -0.029 | 0.017 | -0.017 | 1.000 | -0.040 | 0.053 | 0.017 | 0.029 | 0.059 | -0.007 |
| Previous qualification | 0.116 | 0.408 | 0.419 | -0.260 | -0.142 | -0.059 | 0.318 | 0.058 | 0.114 | -0.062 | 0.044 | -0.067 | 0.310 | 0.042 | 0.060 | -0.063 | 0.061 | 0.160 | 0.149 | 0.184 | 0.000 | 0.005 | 0.019 | 0.026 | 0.127 | -0.041 | 0.000 | 0.198 | -0.014 | 0.015 | -0.040 | 1.000 | 0.044 | 0.085 | 0.152 | 0.124 | 0.071 |
| Previous qualification (grade) | 0.582 | -0.170 | -0.062 | -0.053 | -0.048 | 0.099 | -0.005 | 0.035 | -0.066 | 0.202 | -0.009 | 0.089 | -0.014 | 0.037 | -0.058 | 0.172 | -0.024 | 0.122 | 0.072 | 0.104 | 0.000 | -0.030 | -0.019 | -0.076 | 0.042 | 0.021 | 0.089 | -0.040 | -0.035 | -0.048 | 0.053 | 0.044 | 1.000 | 0.066 | 0.134 | 0.105 | 0.047 |
| Scholarship holder | 0.095 | 0.240 | 0.237 | 0.084 | 0.026 | 0.290 | 0.089 | 0.164 | 0.197 | 0.209 | 0.052 | 0.289 | 0.077 | 0.115 | 0.179 | 0.227 | 0.032 | 0.108 | 0.062 | 0.084 | 0.023 | 0.065 | 0.147 | 0.149 | 0.187 | 0.113 | 0.008 | 0.117 | 0.067 | 0.122 | 0.017 | 0.085 | 0.066 | 1.000 | 0.312 | 0.168 | 0.151 |
| Target | 0.157 | 0.333 | 0.318 | 0.113 | 0.037 | 0.649 | 0.058 | 0.243 | 0.342 | 0.542 | 0.091 | 0.736 | 0.056 | 0.204 | 0.357 | 0.640 | 0.101 | 0.082 | 0.266 | 0.124 | 0.000 | 0.112 | 0.136 | 0.059 | 0.251 | 0.049 | 0.000 | 0.115 | 0.130 | 0.154 | 0.029 | 0.152 | 0.134 | 0.312 | 1.000 | 0.441 | 0.071 |
| Tuition fees up to date | 0.088 | 0.232 | 0.215 | 0.081 | 0.000 | 0.327 | 0.000 | 0.119 | 0.127 | 0.277 | 0.093 | 0.364 | 0.014 | 0.144 | 0.128 | 0.327 | 0.090 | 0.048 | 0.433 | 0.103 | 0.000 | 0.046 | 0.041 | 0.078 | 0.120 | 0.096 | 0.050 | 0.104 | 0.098 | 0.053 | 0.059 | 0.124 | 0.105 | 0.168 | 0.441 | 1.000 | 0.095 |
| Unemployment rate | 0.024 | 0.011 | 0.073 | -0.104 | -0.041 | 0.062 | 0.024 | 0.101 | 0.075 | 0.037 | -0.067 | 0.064 | 0.014 | 0.135 | 0.076 | 0.035 | -0.030 | 0.095 | 0.091 | 0.125 | 0.058 | 0.009 | -0.042 | -0.298 | 0.062 | -0.056 | 0.024 | -0.039 | 0.021 | -0.093 | -0.007 | 0.071 | 0.047 | 0.151 | 0.071 | 0.095 | 1.000 |
Missing values
Sample
| Marital status | Application mode | Application order | Course | Daytime/evening attendance | Previous qualification | Previous qualification (grade) | Nacionality | Mother's qualification | Father's qualification | Mother's occupation | Father's occupation | Admission grade | Displaced | Educational special needs | Debtor | Tuition fees up to date | Gender | Scholarship holder | Age at enrollment | International | Curricular units 1st sem (credited) | Curricular units 1st sem (enrolled) | Curricular units 1st sem (evaluations) | Curricular units 1st sem (approved) | Curricular units 1st sem (grade) | Curricular units 1st sem (without evaluations) | Curricular units 2nd sem (credited) | Curricular units 2nd sem (enrolled) | Curricular units 2nd sem (evaluations) | Curricular units 2nd sem (approved) | Curricular units 2nd sem (grade) | Curricular units 2nd sem (without evaluations) | Unemployment rate | Inflation rate | GDP | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 17 | 5 | 171 | 1 | 1 | 122.0 | 1 | 19 | 12 | 5 | 9 | 127.3 | 1 | 0 | 0 | 1 | 1 | 0 | 20 | 0 | 0 | 0 | 0 | 0 | 0.000000 | 0 | 0 | 0 | 0 | 0 | 0.000000 | 0 | 10.8 | 1.4 | 1.74 | 0 |
| 1 | 1 | 15 | 1 | 9254 | 1 | 1 | 160.0 | 1 | 1 | 3 | 3 | 3 | 142.5 | 1 | 0 | 0 | 0 | 1 | 0 | 19 | 0 | 0 | 6 | 6 | 6 | 14.000000 | 0 | 0 | 6 | 6 | 6 | 13.666667 | 0 | 13.9 | -0.3 | 0.79 | 1 |
| 2 | 1 | 1 | 5 | 9070 | 1 | 1 | 122.0 | 1 | 37 | 37 | 9 | 9 | 124.8 | 1 | 0 | 0 | 0 | 1 | 0 | 19 | 0 | 0 | 6 | 0 | 0 | 0.000000 | 0 | 0 | 6 | 0 | 0 | 0.000000 | 0 | 10.8 | 1.4 | 1.74 | 0 |
| 3 | 1 | 17 | 2 | 9773 | 1 | 1 | 122.0 | 1 | 38 | 37 | 5 | 3 | 119.6 | 1 | 0 | 0 | 1 | 0 | 0 | 20 | 0 | 0 | 6 | 8 | 6 | 13.428571 | 0 | 0 | 6 | 10 | 5 | 12.400000 | 0 | 9.4 | -0.8 | -3.12 | 1 |
| 4 | 2 | 39 | 1 | 8014 | 0 | 1 | 100.0 | 1 | 37 | 38 | 9 | 9 | 141.5 | 0 | 0 | 0 | 1 | 0 | 0 | 45 | 0 | 0 | 6 | 9 | 5 | 12.333333 | 0 | 0 | 6 | 6 | 6 | 13.000000 | 0 | 13.9 | -0.3 | 0.79 | 1 |
| 5 | 2 | 39 | 1 | 9991 | 0 | 19 | 133.1 | 1 | 37 | 37 | 9 | 7 | 114.8 | 0 | 0 | 1 | 1 | 1 | 0 | 50 | 0 | 0 | 5 | 10 | 5 | 11.857143 | 0 | 0 | 5 | 17 | 5 | 11.500000 | 5 | 16.2 | 0.3 | -0.92 | 1 |
| 6 | 1 | 1 | 1 | 9500 | 1 | 1 | 142.0 | 1 | 19 | 38 | 7 | 10 | 128.4 | 1 | 0 | 0 | 1 | 0 | 1 | 18 | 0 | 0 | 7 | 9 | 7 | 13.300000 | 0 | 0 | 8 | 8 | 8 | 14.345000 | 0 | 15.5 | 2.8 | -4.06 | 1 |
| 7 | 1 | 18 | 4 | 9254 | 1 | 1 | 119.0 | 1 | 37 | 37 | 9 | 9 | 113.1 | 1 | 0 | 0 | 0 | 1 | 0 | 22 | 0 | 0 | 5 | 5 | 0 | 0.000000 | 0 | 0 | 5 | 5 | 0 | 0.000000 | 0 | 15.5 | 2.8 | -4.06 | 0 |
| 8 | 1 | 1 | 3 | 9238 | 1 | 1 | 137.0 | 62 | 1 | 1 | 9 | 9 | 129.3 | 0 | 0 | 0 | 1 | 0 | 1 | 21 | 1 | 0 | 6 | 8 | 6 | 13.875000 | 0 | 0 | 6 | 7 | 6 | 14.142857 | 0 | 16.2 | 0.3 | -0.92 | 1 |
| 9 | 1 | 1 | 1 | 9238 | 1 | 1 | 138.0 | 1 | 1 | 19 | 4 | 7 | 123.0 | 1 | 0 | 1 | 0 | 0 | 0 | 18 | 0 | 0 | 6 | 9 | 5 | 11.400000 | 0 | 0 | 6 | 14 | 2 | 13.500000 | 0 | 8.9 | 1.4 | 3.51 | 0 |
| Marital status | Application mode | Application order | Course | Daytime/evening attendance | Previous qualification | Previous qualification (grade) | Nacionality | Mother's qualification | Father's qualification | Mother's occupation | Father's occupation | Admission grade | Displaced | Educational special needs | Debtor | Tuition fees up to date | Gender | Scholarship holder | Age at enrollment | International | Curricular units 1st sem (credited) | Curricular units 1st sem (enrolled) | Curricular units 1st sem (evaluations) | Curricular units 1st sem (approved) | Curricular units 1st sem (grade) | Curricular units 1st sem (without evaluations) | Curricular units 2nd sem (credited) | Curricular units 2nd sem (enrolled) | Curricular units 2nd sem (evaluations) | Curricular units 2nd sem (approved) | Curricular units 2nd sem (grade) | Curricular units 2nd sem (without evaluations) | Unemployment rate | Inflation rate | GDP | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3620 | 1 | 1 | 1 | 9130 | 1 | 1 | 137.0 | 1 | 3 | 38 | 3 | 5 | 129.3 | 1 | 0 | 0 | 1 | 0 | 0 | 18 | 0 | 0 | 5 | 6 | 5 | 11.800000 | 1 | 0 | 5 | 8 | 5 | 11.600000 | 0 | 9.4 | -0.8 | -3.12 | 1 |
| 3621 | 4 | 39 | 1 | 9500 | 1 | 19 | 133.1 | 1 | 37 | 37 | 6 | 6 | 117.8 | 0 | 0 | 1 | 0 | 0 | 0 | 46 | 0 | 0 | 7 | 14 | 3 | 12.333333 | 0 | 0 | 7 | 12 | 3 | 11.083333 | 0 | 11.1 | 0.6 | 2.02 | 0 |
| 3622 | 1 | 43 | 2 | 9500 | 1 | 1 | 136.0 | 1 | 38 | 38 | 9 | 5 | 131.3 | 0 | 0 | 0 | 1 | 0 | 0 | 23 | 0 | 11 | 14 | 15 | 12 | 12.625000 | 1 | 11 | 14 | 15 | 12 | 12.625000 | 1 | 7.6 | 2.6 | 0.32 | 1 |
| 3623 | 1 | 1 | 1 | 9070 | 1 | 1 | 132.0 | 1 | 1 | 1 | 9 | 9 | 133.8 | 1 | 0 | 0 | 1 | 0 | 1 | 20 | 0 | 0 | 6 | 6 | 6 | 13.833333 | 0 | 0 | 6 | 6 | 6 | 13.500000 | 0 | 16.2 | 0.3 | -0.92 | 1 |
| 3624 | 1 | 44 | 1 | 9070 | 1 | 39 | 120.0 | 1 | 3 | 38 | 3 | 9 | 120.0 | 0 | 0 | 0 | 1 | 1 | 0 | 20 | 0 | 2 | 7 | 7 | 6 | 12.500000 | 0 | 5 | 9 | 10 | 7 | 13.142857 | 1 | 16.2 | 0.3 | -0.92 | 1 |
| 3625 | 1 | 1 | 6 | 9773 | 1 | 1 | 125.0 | 1 | 1 | 1 | 5 | 4 | 122.2 | 0 | 0 | 0 | 1 | 1 | 0 | 19 | 0 | 0 | 6 | 7 | 5 | 13.600000 | 0 | 0 | 6 | 8 | 5 | 12.666667 | 0 | 15.5 | 2.8 | -4.06 | 1 |
| 3626 | 1 | 1 | 2 | 9773 | 1 | 1 | 120.0 | 105 | 1 | 1 | 9 | 9 | 119.0 | 1 | 0 | 1 | 0 | 0 | 0 | 18 | 1 | 0 | 6 | 6 | 6 | 12.000000 | 0 | 0 | 6 | 6 | 2 | 11.000000 | 0 | 11.1 | 0.6 | 2.02 | 0 |
| 3627 | 1 | 1 | 1 | 9500 | 1 | 1 | 154.0 | 1 | 37 | 37 | 9 | 9 | 149.5 | 1 | 0 | 0 | 1 | 0 | 1 | 30 | 0 | 0 | 7 | 8 | 7 | 14.912500 | 0 | 0 | 8 | 9 | 1 | 13.500000 | 0 | 13.9 | -0.3 | 0.79 | 0 |
| 3628 | 1 | 1 | 1 | 9147 | 1 | 1 | 180.0 | 1 | 37 | 37 | 7 | 4 | 153.8 | 1 | 0 | 0 | 1 | 0 | 1 | 20 | 0 | 0 | 5 | 5 | 5 | 13.800000 | 0 | 0 | 5 | 6 | 5 | 12.000000 | 0 | 9.4 | -0.8 | -3.12 | 1 |
| 3629 | 1 | 10 | 1 | 9773 | 1 | 1 | 152.0 | 22 | 38 | 37 | 5 | 9 | 152.0 | 1 | 0 | 0 | 1 | 0 | 0 | 22 | 1 | 0 | 6 | 8 | 6 | 11.666667 | 0 | 0 | 6 | 6 | 6 | 13.000000 | 0 | 12.7 | 3.7 | -1.70 | 1 |